5min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Data Debt in Machine Learning with D. Sculley - #574

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Machine Learning - Data the Place of Code

For but while we've kind of taken it as a given that to train larger and larger models we just need to collect more and more data. And this whole idea of data centric iis starting a maybe shift the conversation away from quantity alone to quality and other characteristics. Can you talk about where debt comes into the play? Sure so. So when we think about concepts of technical datus, they apply to data sets. For machine learning, the sort of this nice phrase that has kind of made the rounds just that in machine learning systems, data the place of code.

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